From AI Prototype to Production
A working demo is not a working product. If you built an AI or no-code prototype, here is what has to change to make it durable, secure, and scalable.
Better Software Team
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Insights
Articles on product strategy, engineering principles, and building software that lasts.
What Version One of a Product Includes
MVP scope covers what version one does and which engineering choices it locks in. Use a two-axis test to decide what to build now and what can wait.
Better Software Team
What Makes Software HIPAA Compliant
HIPAA compliance is not a feature you add later. Here is how it shapes your product architecture, what to decide on day one, and what you can safely defer.
Better Software Team
Software Rewrite vs Refactor for Founders
When a team says a product needs a software rewrite, what it really costs, a five-question test for founders, the middle path, and when a rewrite is right.
Better Software Team
Engineering That Passes Due Diligence
A founder-side guide to technical due diligence, covering what reviewers open first, the five artifacts that matter and how early choices decide trust.
Better Software Team
Is AI-Generated Code Production-Ready?
A founder guide to deciding if AI-generated code is production-ready, with a checklist for turning a working demo into a maintainable, secure product.
Better Software Team
Choosing a Software Development Agency
How to choose a software development agency that leaves you code you own, with the code, ownership, AI and compliance questions that expose a future rewrite.
Better Software Team
Evaluating AI Feature Retention Potential
An AI feature retains users only if it improves outcomes in the core product. Set a baseline, track outcome metrics, test cohorts and iterate on the data.
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Custom Software Costs More Than the Quote
Custom software development cost runs well past the build quote. Here is where the money goes after launch, and how we budget for the full life of a product.
Better Software Team
Platform vs Single-Product Strategy
When a platform strategy makes sense and when to stay a single product, compared side by side, with seven steps to decide and the signs you are ready.
Better Software Team
Scaling the Product Versus the Team
Product scaling changes architecture and team scaling changes structure and process. Learn to spot which bottleneck you have and plan for each separately.
Better Software Team
How to Migrate a Database Without Downtime
A seven-step method for a zero downtime database migration, with a worked example, the tools for large tables, and the mistakes that most often cause outages.
Better Software Team
